Pairwise comparisons between non-smokers and IPF subjects revealed changes in some important genes like PARP1, PCNA, FEN1, CDKN1B, NFATC2, and GADD45B, as discussed in the above comparisons. Here, PCNA is linked to idiopathic pulmonary fibrosis.